diff --git a/.github/workflows/codeql-analysis.yml b/.github/workflows/codeql-analysis.yml
index 2261ae61b..17993aad6 100644
--- a/.github/workflows/codeql-analysis.yml
+++ b/.github/workflows/codeql-analysis.yml
@@ -39,10 +39,10 @@ jobs:
 
     steps:
       - name: Checkout repository
-        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10  # v6.0.3
+        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803  # v6.1.0
       # Initializes the CodeQL tools for scanning.
       - name: Initialize CodeQL
-        uses: github/codeql-action/init@8aad20d150bbac5944a9f9d289da16a4b0d87c1e  # v4.36.2
+        uses: github/codeql-action/init@f205ea1c3313d32999d8d6a48b4f6530d4437b38  # v4.37.4
         with:
           languages: ${{ matrix.language }}
           # If you wish to specify custom queries, you can do so here or in a config file.
@@ -55,7 +55,7 @@ jobs:
       # Autobuild attempts to build any compiled languages  (C/C++, C#, or Java).
       # If this step fails, then you should remove it and run the build manually (see below)
       - name: Autobuild
-        uses: github/codeql-action/autobuild@8aad20d150bbac5944a9f9d289da16a4b0d87c1e  # v4.36.2
+        uses: github/codeql-action/autobuild@f205ea1c3313d32999d8d6a48b4f6530d4437b38  # v4.37.4
 
       # ℹ️ Command-line programs to run using the OS shell.
       # 📚 See https://docs.github.com/en/actions/using-workflows/workflow-syntax-for-github-actions#jobsjob_idstepsrun
@@ -67,4 +67,4 @@ jobs:
       #   echo "Run, Build Application using script"
       #   ./location_of_script_within_repo/buildscript.sh
       - name: Perform CodeQL Analysis
-        uses: github/codeql-action/analyze@8aad20d150bbac5944a9f9d289da16a4b0d87c1e  # v4.36.2
+        uses: github/codeql-action/analyze@f205ea1c3313d32999d8d6a48b4f6530d4437b38  # v4.37.4
diff --git a/.github/workflows/codspeed.yml b/.github/workflows/codspeed.yml
index 2a87362d3..ba2f07bf1 100644
--- a/.github/workflows/codspeed.yml
+++ b/.github/workflows/codspeed.yml
@@ -18,14 +18,14 @@ jobs:
       contents: read  # required for actions/checkout
       id-token: write  # required for OIDC authentication with CodSpeed
     steps:
-      - uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10  # v6.0.3
-      - uses: astral-sh/setup-uv@fac544c07dec837d0ccb6301d7b5580bf5edae39  # v8.2.0
+      - uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803  # v6.1.0
+      - uses: astral-sh/setup-uv@11f9893b081a58869d3b5fccaea48c9e9e46f990  # v8.3.2
         with:
           python-version: "3.12"
       - name: Install dependencies
         run: uv sync
       - name: Run benchmarks
-        uses: CodSpeedHQ/action@a4a36bb07c0638b0b4ca52bf1f3dad1b4289e52f  # v4.18.1
+        uses: CodSpeedHQ/action@f22792bfac16f3e14eb9fbea76f4a48e9cc22b93  # v4.19.1
         with:
           mode: simulation
           run: uv run pytest test/ --codspeed
diff --git a/.github/workflows/pypi-publish.yml b/.github/workflows/pypi-publish.yml
index fc3c54bb1..43affa581 100644
--- a/.github/workflows/pypi-publish.yml
+++ b/.github/workflows/pypi-publish.yml
@@ -12,7 +12,7 @@ jobs:
       id-token: write
     steps:
       - name: Checkout sources
-        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10  # v6.0.3
+        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803  # v6.1.0
       - uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1  # v6.3.0
         with:
           python-version: '3.14'
@@ -28,7 +28,7 @@ jobs:
       #       Renovate offsets that by bumping the pinned SHA (tracked via the
       #       trailing `# vX.Y.Z` comment), so merge those bump PRs promptly.
       - name: Publish package distributions to PyPI
-        uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b  # v1.14.0
+        uses: pypa/gh-action-pypi-publish@dc37677b2e1c63e2034f94d8a5b11f265b73ba33  # v1.14.2
   pypi-publish-pytest-taskgraph:
     name: upload release to PyPI
     if: startsWith(github.ref, 'refs/tags/pytest-taskgraph')
@@ -38,7 +38,7 @@ jobs:
       id-token: write
     steps:
       - name: Checkout sources
-        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10  # v6.0.3
+        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803  # v6.1.0
       - uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1  # v6.3.0
         with:
           python-version: '3.14'
@@ -49,7 +49,7 @@ jobs:
           pip install build
           python -m build
       - name: Publish package distributions to PyPI
-        uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b  # v1.14.0
+        uses: pypa/gh-action-pypi-publish@dc37677b2e1c63e2034f94d8a5b11f265b73ba33  # v1.14.2
         with:
           packages-dir: packages/pytest-taskgraph/dist
   pypi-publish-sphinx-taskgraph:
@@ -61,7 +61,7 @@ jobs:
       id-token: write
     steps:
       - name: Checkout sources
-        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10  # v6.0.3
+        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803  # v6.1.0
       - uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1  # v6.3.0
         with:
           python-version: '3.14'
@@ -72,6 +72,6 @@ jobs:
           pip install build
           python -m build
       - name: Publish package distributions to PyPI
-        uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b  # v1.14.0
+        uses: pypa/gh-action-pypi-publish@dc37677b2e1c63e2034f94d8a5b11f265b73ba33  # v1.14.2
         with:
           packages-dir: packages/sphinx-taskgraph/dist